Zitao Chen

According to our database, Zitao Chen authored at least 13 papers between 2018 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

Catch Me if You Can: Detecting Unauthorized Data Use in Deep Learning Models.

Zitao Chen, Karthik Pattabiraman

CoRR, 2024

A Method to Facilitate Membership Inference Attacks in Deep Learning Models.

Zitao Chen, Karthik Pattabiraman

CoRR, 2024

Overconfidence is a Dangerous Thing: Mitigating Membership Inference Attacks by Enforcing Less Confident Prediction.

Zitao Chen, Karthik Pattabiraman

Proceedings of the 31st Annual Network and Distributed System Security Symposium, 2024

2023

Fault Injection for TensorFlow Applications.

Niranjhana Narayanan, Zitao Chen, Bo Fang, Guanpeng Li, Karthik Pattabiraman, Nathan DeBardeleben

IEEE Trans. Dependable Secur. Comput., 2023

Jujutsu: A Two-stage Defense against Adversarial Patch Attacks on Deep Neural Networks.

Zitao Chen, Pritam Dash, Karthik Pattabiraman

Proceedings of the 2023 ACM Asia Conference on Computer and Communications Security, 2023

2021

Turning Your Strength against You: Detecting and Mitigating Robust and Universal Adversarial Patch Attack.

Zitao Chen, Pritam Dash, Karthik Pattabiraman

CoRR, 2021

PID-Piper: Recovering Robotic Vehicles from Physical Attacks.

Pritam Dash, Guanpeng Li, Zitao Chen, Mehdi Karimibiuki, Karthik Pattabiraman

Proceedings of the 51st Annual IEEE/IFIP International Conference on Dependable Systems and Networks, 2021

A Low-cost Fault Corrector for Deep Neural Networks through Range Restriction.

Zitao Chen, Guanpeng Li, Karthik Pattabiraman

Proceedings of the 51st Annual IEEE/IFIP International Conference on Dependable Systems and Networks, 2021

2020

Ranger: Boosting Error Resilience of Deep Neural Networks through Range Restriction.

Zitao Chen, Guanpeng Li, Karthik Pattabiraman

CoRR, 2020

TensorFI: A Flexible Fault Injection Framework for TensorFlow Applications.

Zitao Chen, Niranjhana Narayanan, Bo Fang, Guanpeng Li, Karthik Pattabiraman, Nathan DeBardeleben

Proceedings of the 31st IEEE International Symposium on Software Reliability Engineering, 2020

Error Resilient Machine Learning for Safety-Critical Systems: Position Paper.

Karthik Pattabiraman, Guanpeng Li, Zitao Chen

Proceedings of the 26th IEEE International Symposium on On-Line Testing and Robust System Design, 2020

2019

<i>BinFI</i>: an efficient fault injector for safety-critical machine learning systems.

Zitao Chen, Guanpeng Li, Karthik Pattabiraman, Nathan DeBardeleben

Proceedings of the International Conference for High Performance Computing, 2019

2018

LiReK: A lightweight and real-time key establishment scheme for wearable embedded devices by gestures or motions.

Zitao Chen, Wei Ren, Yi Ren, Kim-Kwang Raymond Choo

Future Gener. Comput. Syst., 2018